TINGKAT KEPENTINGAN DAN KUALITAS FASILITAS PEJALAN KAKI DAN KORELASINYA TERHADAP WALKABILITY PADA KAWASAN TRANSIT ORIENTED DEVELOPMENT DI JAKARTA
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Abstract The development of the Transit Oriented Development area is carried out to reduce the use of private vehicles and encourage people to walk and use public transportation. The location of this study is the Dukuh Atas area, which is a pilot project for the development of Transit Oriented Development in Jakarta. The purpose of this study is to identify the importance and quality of pedestrian facilities and to determine the correlation of 4 aspects that affect walkability. This study shows that there is a significant correlation between the quality of walkability and the 4 aspects studied, namely the aspect of accessibility, the aspect of supporting facilities, the aspect of security and safety, and the aspect of comfort. There are 4 parameters that are considered important and have high performance, namely pedestrian conflicts, sidewalk availability, crosswalk safety, and facilities for people with disabilities. Keywords: transit oriented development; pedestrian; walkability; private vehicles; public transportation Abstrak Pengembangan kawasan Transit Oriented Development dilakukan untuk mengurangi penggunaan kendaraan pribadi serta mendorong orang untuk berjalan kaki dan menggunakan kendaraan umum. Lokasi studi ini adalah Kawasan Dukuh Atas, yang merupakan proyek percontohan pengembangan Transit Oriented Development Jakarta. Tujuan studi ini adalah mengidentifikasi tingkat kepentingan dan kualitas fasilitas pejalan kaki dan menentukan korelasi 4 aspek yang memengaruhi walkability. Studi ini menunjukkan bahwa terdapat korelasi yang signifikan antara kualitas walkability dengan keempat aspek yang dikaji, yaitu aspek aksesibilitas, aspek fasilitas pendukung, aspek keamanan dan keselamatan, dan aspek kenyamanan. Terdapat 4 parameter yang dianggap penting dan memiliki kinerja tinggi, yaitu konflik pejalan kaki, ketersediaan trotoar, keselamatan penyeberangan, dan fasilitas penyandang disabilitas. Kata-kata kunci: transit oriented development; pejalan kaki; walkability; kendaraan pribadi; kendaraan umum
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it